AIセキュリティポータルbot

Privacy-Preserving Product-Quantized Approximate Nearest Neighbor Search Framework for Large-scale Datasets via A Hybrid of Fully Homomorphic Encryption and Trusted Execution Environment

Authors: Shozo Saeki, Minoru Kawahara, Hirohisa Aman | Published: 2026-04-20
Parameter Tuning
Privacy Protection Method
Differential Privacy
2026.04.20 2026.04.22
Literature Database

Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective

Authors: Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu | Published: 2026-04-20
Data Protection Method
トークナイゼーション手法
Privacy Leakage
2026.04.20 2026.04.22
Literature Database

SDLLMFuzz: Dynamic-static LLM-assisted greybox fuzzing for structured input programs

Authors: Yihao Zou, Tianming Zheng, Futai Zou, Yue Wu | Published: 2026-04-20
LLM Performance Evaluation
Data-Driven Clustering
Prompt Injection
2026.04.20 2026.04.22
Literature Database

Feedback-Driven Execution for LLM-Based Binary Analysis

Authors: XiangRui Zhang, Qiang Li, Haining Wang | Published: 2026-04-16
LLM Performance Evaluation
Indirect Prompt Injection
計画と実行のパターン
2026.04.16 2026.04.18
Literature Database

MLDAS: Machine Learning Dynamic Algorithm Selection for Software-Defined Networking Security

Authors: Pablo Benlloch, Oscar Romero, Antonio Leon, Jaime Lloret | Published: 2026-04-16
動的アルゴリズム選択
Machine Learning Framework
Computational Efficiency
2026.04.16 2026.04.18
Literature Database

Segment-Level Coherence for Robust Harmful Intent Probing in LLMs

Authors: Xuanli He, Bilgehan Sel, Faizan Ali, Jenny Bao, Hoagy Cunningham, Jerry Wei | Published: 2026-04-16
Prompt Injection
Ethical Considerations
Large Language Model
2026.04.16 2026.04.18
Literature Database

SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment

Authors: Xixun Lin, Yang Liu, Yancheng Chen, Yongxuan Wu, Yucheng Ning, Yilong Liu, Nan Sun, Shun Zhang, Bin Chong, Chuan Zhou, Yanan Cao, Li Guo | Published: 2026-04-15
Indirect Prompt Injection
安全性分析
防御手法の統合
2026.04.15 2026.04.17
Literature Database

LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software

Authors: Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain | Published: 2026-04-14
2026.04.14 2026.05.01
Literature Database

CoDe-R: Refining Decompiler Output with LLMs via Rationale Guidance and Adaptive Inference

Authors: Qiang Zhang, Zhongnian Li | Published: 2026-04-14
2026.04.14 2026.05.01
Literature Database

Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory

Authors: Shaopeng Fu, Di Wang | Published: 2026-04-14
2026.04.14 2026.05.01
Literature Database
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